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PSDA - Group 4 - Assignment 3
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ubelj
PSDA - Group 4 - Assignment 3
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3d9190cf
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3d9190cf
authored
Jul 06, 2020
by
uqeih
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Merge branch 'master' of git.scc.kit.edu:ubelj/psda-assignment-3-group-4
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README.md
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@@ -14,20 +14,22 @@ as listed below.
### Data Pre-Processing:
Dataframe_preparation.ipynb: Data preprocessing (as provided by TECO/Kinemic)
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Dataframe_preparation.ipynb: Data preprocessing (as provided by TECO/Kinemic)
### Data Exploration:
exploration/Exploration.ipynb: Basic data exploration
exploration/RTLS_Exploration.ipynb: Further exploration or RTLS sensor data.
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exploration/Exploration.ipynb: Basic data exploration
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exploration/RTLS_Exploration.ipynb: Further exploration or RTLS sensor data.
### CNNs:
#### Simplenet
simplenet/simplenet
\*
.ipynb: The Simplenet CNNs based on TECO’s suggested architecture
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simplenet/simplenet
\*
.ipynb: The Simplenet CNNs based on TECO’s suggested architecture
#### Stacknet
stacknet.ipynb: The Stacknet CNN built of Simplenet layers, to improve on its performance
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stacknet.ipynb: The Stacknet CNN built of Simplenet layers, to improve on its performance
#### Mutinet
...
...
@@ -41,15 +43,15 @@ stacknet.ipynb: The Stacknet CNN built of Simplenet layers, to improve on its pe
### Random Forest:
random forest/RF
\*
.ipynb: The Random Forest classifiers applied to the data set
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random forest/RF
\*
.ipynb: The Random Forest classifiers applied to the data set
### Other Experiments:
#### Hybridnet
hybridnet.ipynb: An experimental setup combining the classification results of two models, slightly improving performance
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hybridnet.ipynb: An experimental setup combining the classification results of two models, slightly improving performance
### Summary and Further Documents:
slides presentation.pdf: Main presentation slides from July 6th 2020
model performance.xlsx, model performance compact.png: Overview of model performance
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slides presentation.pdf: Main presentation slides from July 6th 2020
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model performance.xlsx, model performance compact.png: Overview of model performance
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